Particles always in random size
Thanks for you answers guys! 

As Mr Zak pointed Random in my Velocity settings was set to 1 instead of 0 which I probably changed to see what it is doing and simply turn it to 1 thinking that is the default value. I changed it back to 0 and all the particles are the same size. 

Again, thanks for your help!